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πŸ“– The AI Tool Bible

Agenta vs Weights & Biases

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

Β Agenta logo
Agenta
Evaluation
Weights & Biases logo
Weights & Biases
Evaluation
TaglineOpen-source LLMOps platform for prompt engineering, evaluation, and observability in one workspace.The ML experiment tracker, now with LLM eval features.
CategoryEvaluationEvaluation
PricingFreemiumΒ· Hobby: $0 forever Β· Pro: $29 /month Β· Business: $299 /month Β· Enterprise: Custom Β· Open source: Free foreverFreemiumΒ· Free: $0/mo Β· Pro: Starts at $60/month Β· Enterprise: Custom plans Β· Personal: $0/mo Β· Advanced Enterprise: Custom plan
ModelMulti-modelPlatform (any LLM)
Editorial score6.9 / 108.4 / 10
Use cases
prompt-engineeringllm-evaluationobservabilityprompt-versioningllm-tracing
ML experimentsLLM evalWeave
Pros
  • Open-source with self-host option, no vendor lock-in
  • Covers prompt engineering, evals, and observability in one tool
  • Full API/UI parity lets PMs and engineers share the same workflow
  • Plays nicely with LangChain, LlamaIndex, and raw OpenAI calls
  • Industry-standard for ML tracking
  • Weave adds LLM-native eval
  • Mature, reliable
  • Strong enterprise features
Cons
  • Smaller community than LangSmith or Langfuse
  • Self-hosting adds ops burden vs pure SaaS competitors
  • Eval tooling less mature than dedicated eval-first platforms
  • Heavier UX than LLM-native tools
  • LLM features still catching up
Websiteagenta.aiwandb.ai
Pick Agenta if
  • βœ… Open-source with self-host option, no vendor lock-in
  • βœ… Covers prompt engineering, evals, and observability in one tool
  • βœ… Full API/UI parity lets PMs and engineers share the same workflow
  • βœ… Plays nicely with LangChain, LlamaIndex, and raw OpenAI calls
Pick Weights & Biases if
  • βœ… Industry-standard for ML tracking
  • βœ… Weave adds LLM-native eval
  • βœ… Mature, reliable
  • βœ… Strong enterprise features
Agenta vs Weights & Biases β€” side-by-side comparison Β· The AI Tool Bible